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Python unittest.TestCase execution order

开发者 https://www.devze.com 2023-02-18 02:43 出处:网络
Is there a way in Python unittest to set the order in which test cases are run? In my current TestCase class, some testcases have side effects that set conditions for the others to run properly. Now I

Is there a way in Python unittest to set the order in which test cases are run?

In my current TestCase class, some testcases have side effects that set conditions for the others to run properly. Now I realize the proper way to do this is to use setUp() to do all set开发者_开发知识库up related things, but I would like to implement a design where each successive test builds slightly more state that the next can use. I find this much more elegant.

class MyTest(TestCase):

  def test_setup(self):
    # Do something

  def test_thing(self):
    # Do something that depends on test_setup()

Ideally, I would like the tests to be run in the order they appear in the class. It appears that they run in alphabetical order.


Don't make them independent tests - if you want a monolithic test, write a monolithic test.

class Monolithic(TestCase):
  def step1(self):
      ...

  def step2(self):
      ...

  def _steps(self):
    for name in dir(self): # dir() result is implicitly sorted
      if name.startswith("step"):
        yield name, getattr(self, name) 

  def test_steps(self):
    for name, step in self._steps():
      try:
        step()
      except Exception as e:
        self.fail("{} failed ({}: {})".format(step, type(e), e))

If the test later starts failing and you want information on all failing steps instead of halting the test case at the first failed step, you can use the subtests feature: https://docs.python.org/3/library/unittest.html#distinguishing-test-iterations-using-subtests

(The subtest feature is available via unittest2 for versions prior to Python 3.4: https://pypi.python.org/pypi/unittest2 )


It's a good practice to always write a monolithic test for such expectations. However, if you are a goofy dude like me, then you could simply write ugly looking methods in alphabetical order so that they are sorted from a to b as mentioned in the Python documentation - unittest — Unit testing framework

Note that the order in which the various test cases will be run is determined by sorting the test function names with respect to the built-in ordering for strings

Example

def test_a_first():
    print "1"
def test_b_next():
    print "2"
def test_c_last():
    print "3"


From unittest — Unit testing framework, section Organizing test code:

Note: The order in which the various tests will be run is determined by sorting the test method names with respect to the built-in ordering for strings.

So just make sure test_setup's name has the smallest string value.

Note that you should not rely on this behavior — different test functions are supposed to be independent of the order of execution. See ngcohlan's answer above for a solution if you explicitly need an order.


Another way that I didn't see listed in any related questions: Use a TestSuite.

Another way to accomplish ordering is to add the tests to a unitest.TestSuite. This seems to respect the order in which the tests are added to the suite using suite.addTest(...). To do this:

  • Create one or more TestCase subclasses,

      class FooTestCase(unittest.TestCase):
          def test_ten():
              print('Testing ten (10)...')
          def test_eleven():
              print('Testing eleven (11)...')
    
      class BarTestCase(unittest.TestCase):
          def test_twelve():
              print('Testing twelve (12)...')
          def test_nine():
              print('Testing nine (09)...')
    
  • Create a callable test-suite generation added in your desired order, adapted from the documentation and this question:

      def suite():
          suite = unittest.TestSuite()
          suite.addTest(BarTestCase('test_nine'))
          suite.addTest(FooTestCase('test_ten'))
          suite.addTest(FooTestCase('test_eleven'))
          suite.addTest(BarTestCase('test_twelve'))
          return suite
    
  • Execute the test-suite, e.g.,

      if __name__ == '__main__':
          runner = unittest.TextTestRunner(failfast=True)
          runner.run(suite())
    

For context, I had a need for this and wasn't satisfied with the other options. I settled on the above way of doing test ordering.

I didn't see this TestSuite method listed any of the several "unit-test ordering questions" (e.g., this question and others including execution order, or changing order, or tests order).


I ended up with a simple solution that worked for me:

class SequentialTestLoader(unittest.TestLoader):
    def getTestCaseNames(self, testCaseClass):
        test_names = super().getTestCaseNames(testCaseClass)
        testcase_methods = list(testCaseClass.__dict__.keys())
        test_names.sort(key=testcase_methods.index)
        return test_names

And then

unittest.main(testLoader=utils.SequentialTestLoader())


A simple and flexible way is to assign a comparator function to unittest.TestLoader.sortTestMethodsUsing:

Function to be used to compare method names when sorting them in getTestCaseNames() and all the loadTestsFrom*() methods.

Minimal usage:

import unittest

class Test(unittest.TestCase):
    def test_foo(self):
        """ test foo """
        self.assertEqual(1, 1)

    def test_bar(self):
        """ test bar """
        self.assertEqual(1, 1)

if __name__ == "__main__":
    test_order = ["test_foo", "test_bar"] # could be sys.argv
    loader = unittest.TestLoader()
    loader.sortTestMethodsUsing = lambda x, y: test_order.index(x) - test_order.index(y)
    unittest.main(testLoader=loader, verbosity=2)

Output:

test_foo (__main__.Test)
test foo ... ok
test_bar (__main__.Test)
test bar ... ok

Here's a proof of concept for running tests in source code order instead of the default lexical order (output is as above).

import inspect
import unittest

class Test(unittest.TestCase):
    def test_foo(self):
        """ test foo """
        self.assertEqual(1, 1)

    def test_bar(self):
        """ test bar """
        self.assertEqual(1, 1)

if __name__ == "__main__":
    test_src = inspect.getsource(Test)
    unittest.TestLoader.sortTestMethodsUsing = lambda _, x, y: (
        test_src.index(f"def {x}") - test_src.index(f"def {y}")
    )
    unittest.main(verbosity=2)

I used Python 3.8.0 in this post.


Tests which really depend on each other should be explicitly chained into one test.

Tests which require different levels of setup, could also have their corresponding setUp() running enough setup - various ways thinkable.

Otherwise unittest handles the test classes and test methods inside the test classes in alphabetical order by default (even when loader.sortTestMethodsUsing is None). dir() is used internally which sorts by guarantee.

The latter behavior can be exploited for practicability - e.g. for having the latest-work-tests run first to speed up the edit-testrun-cycle. But that behavior should not be used to establish real dependencies. Consider that tests can be run individually via command-line options etc.


One approach can be to let those sub tests be not be treated as tests by the unittest module by appending _ in front of them and then building a test case which builds on the right order of these sub-operations executed.

This is better than relying on the sorting order of unittest module as that might change tomorrow and also achieving topological sort on the order will not be very straightforward.

An example of this approach, taken from here (Disclaimer: my own module), is as below.

Here, test case runs independent tests, such as checking for table parameter not set (test_table_not_set) or test for primary key (test_primary_key) still in parallel, but a CRUD test makes sense only if done in right order and state set by previous operations. Hence those tests have been rather made just separate unit, but not test. Another test (test_CRUD) then builds a right order of those operations and tests them.

import os
import sqlite3
import unittest

from sql30 import db

DB_NAME = 'review.db'


class Reviews(db.Model):
    TABLE = 'reviews'
    PKEY = 'rid'
    DB_SCHEMA = {
        'db_name': DB_NAME,
        'tables': [
            {
                'name': TABLE,
                'fields': {
                    'rid': 'uuid',
                    'header': 'text',
                    'rating': 'int',
                    'desc': 'text'
                    },
                'primary_key': PKEY
            }]
        }
    VALIDATE_BEFORE_WRITE = True

class ReviewTest(unittest.TestCase):

    def setUp(self):
        if os.path.exists(DB_NAME):
            os.remove(DB_NAME)

    def test_table_not_set(self):
        """
        Tests for raise of assertion when table is not set.
        """
        db = Reviews()
        try:
            db.read()
        except Exception as err:
            self.assertIn('No table set for operation', str(err))

    def test_primary_key(self):
        """
        Ensures, primary key is honored.
        """
        db = Reviews()
        db.table = 'reviews'
        db.write(rid=10, rating=5)
        try:
            db.write(rid=10, rating=4)
        except sqlite3.IntegrityError as err:
            self.assertIn('UNIQUE constraint failed', str(err))

    def _test_CREATE(self):
        db = Reviews()
        db.table = 'reviews'
        # backward compatibility for 'write' API
        db.write(tbl='reviews', rid=1, header='good thing', rating=5)

        # New API with 'create'
        db.create(tbl='reviews', rid=2, header='good thing', rating=5)

        # Backward compatibility for 'write' API, without tbl,
        # explicitly passed
        db.write(tbl='reviews', rid=3, header='good thing', rating=5)

        # New API with 'create', without table name explicitly passed.
        db.create(tbl='reviews', rid=4, header='good thing', rating=5)

        db.commit()   # Save the work.

    def _test_READ(self):
        db = Reviews()
        db.table = 'reviews'

        rec1 = db.read(tbl='reviews', rid=1, header='good thing', rating=5)
        rec2 = db.read(rid=1, header='good thing')
        rec3 = db.read(rid=1)

        self.assertEqual(rec1, rec2)
        self.assertEqual(rec2, rec3)

        recs = db.read()  # Read all
        self.assertEqual(len(recs), 4)

    def _test_UPDATE(self):
        db = Reviews()
        db.table = 'reviews'

        where = {'rid': 2}
        db.update(condition=where, header='average item', rating=2)
        db.commit()

        rec = db.read(rid=2)[0]
        self.assertIn('average item', rec)

    def _test_DELETE(self):
        db = Reviews()
        db.table = 'reviews'

        db.delete(rid=2)
        db.commit()
        self.assertFalse(db.read(rid=2))

    def test_CRUD(self):
        self._test_CREATE()
        self._test_READ()
        self._test_UPDATE()
        self._test_DELETE()

    def tearDown(self):
        os.remove(DB_NAME)


you can start with:

test_order = ['base']

def index_of(item, list):
    try:
        return list.index(item)
    except:
        return len(list) + 1

2nd define the order function:

def order_methods(x, y):
    x_rank = index_of(x[5:100], test_order)
    y_rank = index_of(y[5:100], test_order)
    return (x_rank > y_rank) - (x_rank < y_rank)

3rd set it in the class:

class ClassTests(unittest.TestCase):
    unittest.TestLoader.sortTestMethodsUsing = staticmethod(order_methods)


ncoghlan's answer was exactly what I was looking for when I came to this question. I ended up modifying it to allow each step-test to run, even if a previous step had already thrown an error; this helps me (and maybe you!) to discover and plan for the propagation of error in multi-threaded database-centric software.

class Monolithic(TestCase):
  def step1_testName1(self):
      ...

  def step2_testName2(self):
      ...

  def steps(self):
      '''
      Generates the step methods from their parent object
      '''
      for name in sorted(dir(self)):
          if name.startswith('step'):
              yield name, getattr(self, name)

  def test_steps(self):
      '''
      Run the individual steps associated with this test
      '''
      # Create a flag that determines whether to raise an error at
      # the end of the test
      failed = False

      # An empty string that the will accumulate error messages for
      # each failing step
      fail_message = ''
      for name, step in self.steps():
          try:
              step()
          except Exception as e:
              # A step has failed, the test should continue through
              # the remaining steps, but eventually fail
              failed = True

              # Get the name of the method -- so the fail message is
              # nicer to read :)
              name = name.split('_')[1]
              # Append this step's exception to the fail message
              fail_message += "\n\nFAIL: {}\n {} failed ({}: {})".format(name,
                                                                       step,
                                                                       type(e),
                                                                       e)

      # Check if any of the steps failed
      if failed is True:
          # Fail the test with the accumulated exception message
          self.fail(fail_message)


I also wanted to specify a particular order of execution to my tests. The main differences to other answers in here are:

  • I wanted to perverse a more verbose test method name without replacing whole name with step1, step2 etc.
  • I also wanted the printed method execution in the console to have some granularity apposed to using a Monolithic solution in some of the other answers.

So for the execution for monolithic test method is looked like this:

test_booking (__main__.TestBooking) ... ok

I wanted:

test_create_booking__step1 (__main__.TestBooking) ... ok
test_process_booking__step2 (__main__.TestBooking) ... ok
test_delete_booking__step3 (__main__.TestBooking) ... ok

How to achieve this

I provided a suffix to my method name with the __step<order> for example (order of definition is not important):

def test_create_booking__step1(self):
    [...]

def test_delete_booking__step3(self):
    [...]

def test_process_booking__step2(self):
    [...]

For the test suite override the __iter__ function which will build an iterator for the test methods.

class BookingTestSuite(unittest.TestSuite):
    """ Extends the functionality of the the standard test suites """
    
    def __iter__(self):
        for suite in self._tests:
            suite._tests = sorted(
                [x for x in suite._tests if hasattr(x, '_testMethodName')], 
                key = lambda x: int(x._testMethodName.split("step")[1])
            )
        return iter(self._tests)

This will sort test methods into order and execute them accordingly.

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